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I love SEMrush for this. The first five results are free, but that isn't entirely useful I'll admit. A subscription to the service is around $70 US. I use SEMrush mainly for keyword research, not this feature specifically. I find that it is worth the money.

You can view the links that a competitor's site has linking back to it via. SEOMoz tools; this will essentially tell you which keywords they are optimising for, you can then see how their site is performing for each of these keywords through the ranking tool in SEOMoz.

You can use the SEOmoz Term Extractor tool to find the top 10 (1, 2 and 3) word terms from any page you enter.

I also use the RankChecker add-on for Firefox to run quick ranking checks on the fly if you want to see how that competitor is doing at targeting the terms they are going after. It is usually accurate to within a couple of positions and gives a reasonable comparison if you are just aiming for quick and easy. :)

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